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Articles, guides and insights on algorithmic trading, backtesting strategies, quantitative analysis, and data quality.

19 of 78 articles

Quants: 3 Places to Download Verified OHLCV Minute Data
Backtesting

Quants: 3 Places to Download Verified OHLCV Minute Data

Compact guide for quants to find validated OHLCV minute data: where to download, timestamp and gap rules, validation checks, and ready 1m archives.

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Futures Rollover Methods That Cut Roll Drag for Quants with Minute Bar Tests
Trading Strategies

Futures Rollover Methods That Cut Roll Drag for Quants with Minute Bar Tests

Practical, data-driven ways to time futures rolls. Learn to roll by volume, test rules on clean minute-bar data, and reduce roll cost and slippage.

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Fix Live MT5 Expert Advisor Tracking: Watch These 3 Numbers
Algorithmic Trading

Fix Live MT5 Expert Advisor Tracking: Watch These 3 Numbers

Practical MT5 EA monitoring: track three metrics, run MAE/MFE diagnostics, and validate live results with BacktestMarket clean minute bar data.

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"I'll Leave Forex If This Setup Doesn't Work Out": Why That Mindset Signals a Deeper Problem
Algorithmic Trading

"I'll Leave Forex If This Setup Doesn't Work Out": Why That Mindset Signals a Deeper Problem

When a single trade setup becomes an ultimatum, it's usually a sign the process — not the market — needs fixing. Here's how algorithmic backtesting reframes the all-or-nothing trap.

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Historical Market Data for Quants: 3 Price Bands and When to Buy Once
Backtesting

Historical Market Data for Quants: 3 Price Bands and When to Buy Once

Map exchange fees to vendor bands and build a realistic budget. Learn three common price bands, hidden licensing multipliers, and when a one-time dataset...

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Quant Traders: One Line Fill Formula to Simulate Minute Bar Slippage
Backtesting

Quant Traders: One Line Fill Formula to Simulate Minute Bar Slippage

Practical slippage methods for quant traders: a one line per-trade fill formula, sensitivity sweeps, and clean minute bar datasets to trust backtests.

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MT4 Portfolio Backtesting: Export Replay to Find Real Drawdowns
Backtesting

MT4 Portfolio Backtesting: Export Replay to Find Real Drawdowns

Export, normalize, and replay MT4 backtests to reveal real portfolio drawdown. Use minute bar data and GMT checks to prevent timing errors.

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Three Ways to Run an MT5 Portfolio Backtest With Clean Minute Bars
Backtesting

Three Ways to Run an MT5 Portfolio Backtest With Clean Minute Bars

Three practical ways to turn MT5 exports into a true portfolio backtest, with minute bar audits, normalization steps, and a reproducible checklist.

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99% Modeling Quality for Quants: MQL4 Data Prep Per Year Gap Audit
Backtesting

99% Modeling Quality for Quants: MQL4 Data Prep Per Year Gap Audit

Make MQL4 backtests reproducible. Import real tick history, use Every Tick with variable spread, then run a per year gap audit and data validation before...

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